Research output per year
Research output per year
Personal profile
Expertise related to UN Sustainable Devlopment Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Tekn. toht., teknillinen fysiikka
Award Date: 22 Apr 2021
Master's degree, Engineering and Technology, Aalto University
Award Date: 22 May 2015
Bachelor's degree, Engineering and Technology, Aalto University
Award Date: 30 Aug 2013
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Dive into the research topics where Tuomas Sivula is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Partitive Techniques in Bayesian Data Analysis
Sivula, T., 2021, Aalto University. 270 p.Research output: Thesis › Doctoral Thesis › Collection of Articles
Open Access -
Expectation propagation as a way of life: A framework for Bayesian inference on partitioned data
Vehtari, A., Gelman, A., Sivula, T., Jylänki, P., Tran, D., Sahai, S., Blomstedt, P., Cunningham, J. P., Schiminovich, D. & Robert, C. P., 2020, In: Journal of Machine Learning Research. 21, p. 1-53Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)16 Downloads (Pure) -
Unbiased estimator for the variance of the leave-one-out cross-validation estimator for a Bayesian normal model with fixed variance
Sivula, T., Vehtari, A. & Magnusson, M., 21 Sep 2020, (Submitted) In: arXiv.org. 22 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Uncertainty in Bayesian Leave-One-Out Cross-Validation Based Model Comparison
Sivula, T., Vehtari, A. & Magnusson, M., 3 Sep 2020, (Submitted) In: arXiv.org. 88 p.Research output: Contribution to journal › Article › Scientific › peer-review
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Meta-analysis of Bayesian analyses
Blomstedt, P., Mesquita, D., Lintusaari, J., Sivula, T., Corander, J. & Kaski, S., 2019, (Submitted) In: Submitted.Research output: Contribution to journal › Article › Scientific › peer-review
Projects
- 2 Finished
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Computational methods for survival analysis
Vehtari, A., Andersen, M., Dhaka, A., Siivola, E., Säilynoja, T., Paananen, T., Sivula, T. & Magnusson, M.
01/09/2016 → 31/08/2020
Project: Academy of Finland: Other research funding
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Date-Driven Support for Digital Health
Rousu, J., Mapar, P., Cichonska, A., Nguyen Van, L., Brouard, C., Szedmak, S., Sivula, T., Julkunen, H. & Shen, H.
01/01/2016 → 30/06/2018
Project: Academy of Finland: Other research funding
Activities
- 1 Membership of an organizing committee or other positions of trust of a conference or a seminar
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StanCon
Tuomas Sivula (Member)
29 Aug 2018 → 31 Aug 2018Activity: Participating in or organising an event types › Membership of an organizing committee or other positions of trust of a conference or a seminar